Alyssa M. Spomer
Papers
1
Total Citations
14
H-Index
1
About
Dr. Alyssa M. Spomer is a leading researcher in pediatric rehabilitation engineering, with a focus on understanding how robotic exoskeletons can improve mobility in children with cerebral palsy. Her work bridges biomechanics, neuromuscular control, and machine learning to personalize gait training interventions. In her highly cited 2022 study, Dr. Spomer pioneered the use of Bayesian Additive Regression Trees (BART) to identify factors—such as baseline walking speed and muscle activation patterns—that predict individual responses to robotic ankle exoskeleton training. This interpretable machine learning approach represents a major contribution, moving beyond one-size-fits-all protocols toward data-driven, patient-specific rehabilitation strategies. With 14 citations already, her research is shaping how clinicians and engineers design adaptive exoskeleton therapies. Dr. Spomer’s work is notable for its translational impact, offering a framework to optimize neuromuscular recovery in cerebral palsy. Her findings empower researchers to ask not just whether an intervention works, but for whom and why—a critical step toward precision rehabilitation.
Research Focus
Key Achievements
Top Papers
- 1